Lannelongue group University of Cambridge, UK

Publications

Here are some of Loïc’s publications that have guided the different projects that the group will expand on moving forward.

Highlighted

Green Algorithms: Quantifying the Carbon Footprint of Computation
Green Algorithms: Quantifying the Carbon Footprint of Computation
Loïc Lannelongue, Jason Grealey, Michael Inouye
Advanced Science  ·  02 May 2021  ·  doi:10.1002/advs.202100707
The flagship paper of the Green Algorithms project introducting the online calculator.
GREENER principles for environmentally sustainable computational science
GREENER principles for environmentally sustainable computational science
Loïc Lannelongue, Hans-Erik G. Aronson, Alex Bateman, Ewan Birney, Talia Caplan, Martin Juckes, Johanna McEntyre, Andrew D. Morris, Gerry Reilly, Michael Inouye
Nature Computational Science  ·  26 Jun 2023  ·  doi:10.1038/s43588-023-00461-y

All

2023

Environmental Impacts of Machine Learning Applications in Protein Science
Environmental Impacts of Machine Learning Applications in Protein Science
Loïc Lannelongue, Michael Inouye
Cold Spring Harbor Perspectives in Biology  ·  01 Dec 2023  ·  doi:10.1101/cshperspect.a041473
GREENER principles for environmentally sustainable computational science
GREENER principles for environmentally sustainable computational science
Loïc Lannelongue, Hans-Erik G. Aronson, Alex Bateman, Ewan Birney, Talia Caplan, Martin Juckes, Johanna McEntyre, Andrew D. Morris, Gerry Reilly, Michael Inouye
Nature Computational Science  ·  26 Jun 2023  ·  doi:10.1038/s43588-023-00461-y
Carbon footprint estimation for computational research
Carbon footprint estimation for computational research
Loïc Lannelongue, Michael Inouye
Nature Reviews Methods Primers  ·  16 Feb 2023  ·  doi:10.1038/s43586-023-00202-5

2022

The Carbon Footprint of Bioinformatics
The Carbon Footprint of Bioinformatics
Jason Grealey, Loïc Lannelongue, Woei-Yuh Saw, Jonathan Marten, Guillaume Méric, Sergio Ruiz-Carmona, Michael Inouye
Molecular Biology and Evolution  ·  10 Feb 2022  ·  doi:10.1093/molbev/msac034

2021

Ten simple rules to make your computing more environmentally sustainable
Ten simple rules to make your computing more environmentally sustainable
Loïc Lannelongue, Jason Grealey, Alex Bateman, Michael Inouye
PLOS Computational Biology  ·  20 Sep 2021  ·  doi:10.1371/journal.pcbi.1009324
Green Algorithms: Quantifying the Carbon Footprint of Computation
Green Algorithms: Quantifying the Carbon Footprint of Computation
Loïc Lannelongue, Jason Grealey, Michael Inouye
Advanced Science  ·  02 May 2021  ·  doi:10.1002/advs.202100707
The flagship paper of the Green Algorithms project introducting the online calculator.